{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d5aafee3",
   "metadata": {},
   "source": [
    "## 动态加载页面\n",
    "\n",
    "### 实践 猎聘网站  \n",
    "* 信息变化频繁的网站多为动态网站"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "469e76f4",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
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'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=37&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=37', 'advViewFlag': False, 'requireEduLevel': '本科'}, 'recruiter': {'imId': '6535ae399139ebe6df514c63e89fb1b8', 'imUserType': '2', 'recruiterId': 'e27428a84e155db6cb41cd1ccd3c908b', 'recruiterName': '徐女士', 'recruiterTitle': '人事行政经理', 'chatted': False, 'recruiterPhoto': '5f8f98648dbe6273dcf8515508u.jpg'}, 'dataParams': '{\"imId\":\"6535ae399139ebe6df514c63e89fb1b8\",\"imUserType\":\"2\",\"recruiterName\":\"徐女士\",\"jobKind\":\"2\",\"userId\":\"e27428a84e155db6cb41cd1ccd3c908b\",\"jobId\":\"56221199\",\"recruiterPhoto\":\"5f8f98648dbe6273dcf8515508u.jpg\"}'}, {'dataInfo': '%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2255397811%22%2C%22d_curPage%22%3A%220%22%7D', 'comp': {'compName': '戴姆勒／梅赛德斯－奔驰', 'compLogo': '592e7a9b70320c7ee19b9c4c04a.jpg', 'compScale': '10000人以上', 'compIndustry': '整车制造', 'compId': 8494044, 'link': 'https://www.liepin.com/company/8494044/'}, 'job': {'labels': ['.NET', 'SystemVerilog', 'ES5', 'ECMAScript 6', 'ECMAScript'], 'requireWorkYears': '5-10年', 'salary': '薪资面议', 'dq': '上海-浦东新区', 'title': 'Project & Product Manager of Autonomous Driving 自动驾驶项目及产品经理', 'topJob': False, 'jobKind': '2', 'refreshTime': '20230330082812', 'jobId': '55397811', 'link': 'https://www.liepin.com/job/1955397811.shtml', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=38&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=38', 'advViewFlag': False, 'requireEduLevel': '统招本科'}, 'recruiter': {'imId': '3af8fdebe74dbbbe76f5ec2df67915bd', 'imUserType': '2', 'recruiterId': '82b656079372824a4b73c7d29c43d41f', 'recruiterName': '陈女士', 'recruiterTitle': '招聘经理', 'chatted': False, 'recruiterPhoto': '5f8f986779c7cc70efbf36c008u.jpg'}, 'dataParams': '{\"imId\":\"3af8fdebe74dbbbe76f5ec2df67915bd\",\"imUserType\":\"2\",\"recruiterName\":\"陈女士\",\"jobKind\":\"2\",\"userId\":\"82b656079372824a4b73c7d29c43d41f\",\"jobId\":\"55397811\",\"recruiterPhoto\":\"5f8f986779c7cc70efbf36c008u.jpg\"}'}, {'dataInfo': '%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22scene%22%3A%22input%22%2C%22skId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22fkId%22%3A%22h2c8pxojavrmo1w785z7ueih2ybfpux8%22%2C%22d_pageSize%22%3A%2240%22%2C%22as_from%22%3A%22search_prime%22%2C%22sfrom%22%3A%22search_job_pc%22%2C%22jobKind%22%3A%222%22%2C%22pageSize%22%3A%2240%22%2C%22curPage%22%3A%220%22%2C%22jobId%22%3A%2255701661%22%2C%22d_curPage%22%3A%220%22%7D', 'comp': {'compName': '维我软件', 'compStage': '其他股票市场上市', 'compLogo': '5bfea42f74719d2aa34cad5a03a.png', 'compScale': '100-499人', 'compIndustry': '计算机软件', 'compId': 8062928, 'link': 'https://www.liepin.com/company/8062928/'}, 'job': {'labels': ['SaaS系统'], 'requireWorkYears': '3-5年', 'salary': '20-40k', 'dq': '上海-静安区', 'title': 'Product Manager(CRM) 产品经理', 'topJob': False, 'jobKind': '2', 'refreshTime': '20230327135028', 'jobId': '55701661', 'link': 'https://www.liepin.com/job/1955701661.shtml', 'dataPromId': 'd_sfrom=search_prime&d_ckId=null&d_curPage=0&d_pageSize=40&d_headId=null&d_posi=39&skId=h2c8pxojavrmo1w785z7ueih2ybfpux8&fkId=h2c8pxojavrmo1w785z7ueih2ybfpux8&ckId=h2c8pxojavrmo1w785z7ueih2ybfpux8&sfrom=search_job_pc&curPage=0&pageSize=40&index=39', 'advViewFlag': False, 'requireEduLevel': '本科'}, 'recruiter': {'imId': 'd2d1b8fb216557be160bef405ccde8ba', 'imUserType': '2', 'recruiterId': '6a77933d13f747d05e6b925786705a3c', 'recruiterName': '白女士', 'recruiterTitle': 'Talent Partner', 'chatted': False, 'recruiterPhoto': '5f8f9865ea60860b75384fa508u.jpg'}, 'dataParams': '{\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"imUserType\":\"2\",\"recruiterName\":\"白女士\",\"jobKind\":\"2\",\"userId\":\"6a77933d13f747d05e6b925786705a3c\",\"jobId\":\"55701661\",\"recruiterPhoto\":\"5f8f9865ea60860b75384fa508u.jpg\"}'}], 'compList': []}, 'passThroughData': {'ckId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'scene': 'input', 'skId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'fkId': 'h2c8pxojavrmo1w785z7ueih2ybfpux8', 'sfrom': 'search_job_pc'}, 'pagination': {'totalCounts': 806, 'currentPage': 0, 'totalPage': 10, 'pageSize': 40, 'hasNext': False}}}\n"
     ]
    }
   ],
   "source": [
    "from requests_html import HTMLSession\n",
    "import json\n",
    "\n",
    "url = \"https://apic.liepin.com/api/com.liepin.searchfront4c.pc-search-job\"\n",
    "payload = {\n",
    "    \"data\": {\n",
    "        \"mainSearchPcConditionForm\": {\n",
    "            \"city\": \"410\",\n",
    "            \"dq\": \"410\",\n",
    "            \"pubTime\": \"\",\n",
    "            \"currentPage\": 0,\n",
    "            \"pageSize\": 40,\n",
    "            \"key\": \"产品经理\",\n",
    "            \"suggestTag\": \"\",\n",
    "            \"workYearCode\": \"0\",\n",
    "            \"compId\": \"\",\n",
    "            \"compName\": \"\",\n",
    "            \"compTag\": \"\",\n",
    "            \"industry\": \"\",\n",
    "            \"salary\": \"\",\n",
    "            \"jobKind\": \"\",\n",
    "            \"compScale\": \"\",\n",
    "            \"compKind\": \"\",\n",
    "            \"compStage\": \"\",\n",
    "            \"eduLevel\": \"\"\n",
    "        },\n",
    "        \"passThroughForm\": {\n",
    "            \"scene\": \"input\",\n",
    "            \"skId\": \"\",\n",
    "            \"fkId\": \"\",\n",
    "            \"ckId\": \"h2c8pxojavrmo1w785z7ueih2ybfpux8\",\n",
    "            \"suggest\": None\n",
    "        }\n",
    "    }\n",
    "}\n",
    "\n",
    "session = HTMLSession()\n",
    "\n",
    "# set the headers 伪装：浏览器用户访问\n",
    "headers = {\n",
    "    'Accept': 'application/json, text/plain, */*',\n",
    "    'Accept-Encoding': 'gzip, deflate, br',\n",
    "    'Accept-Language': 'zh-CN,zh;q=0.9',\n",
    "    'Cache-Control': 'no-cache',\n",
    "    'Connection': 'keep-alive',\n",
    "    'Content-Length': '412',\n",
    "    'Content-Type': 'application/json;charset=UTF-8;',\n",
    "    'Cookie': '__gc_id=c6cb143f1dd942d6bd65b5fc30dd9455; __uuid=1679028387067.72; XSRF-TOKEN=UH8huvwpTv6t6qio3oBLOQ; __tlog=1680236490389.81%7C00000000%7C00000000%7C00000000%7C00000000; acw_tc=2760829b16802364916274153ea3634a30db54784953710df86b64d1b3fc3d; Hm_lvt_a2647413544f5a04f00da7eee0d5e200=1679028387,1679636666,1680236492; __session_seq=5; __uv_seq=5; Hm_lpvt_a2647413544f5a04f00da7eee0d5e200=1680236637',\n",
    "    'Host': 'apic.liepin.com',\n",
    "    'Origin': 'https://www.liepin.com',\n",
    "    'Pragma': 'no-cache',\n",
    "    'Referer': 'https://www.liepin.com/',\n",
    "    'sec-ch-ua': '\"Google Chrome\";v=\"111\", \"Not(A:Brand\";v=\"8\", \"Chromium\";v=\"111\"',\n",
    "    'sec-ch-ua-mobile': '?0',\n",
    "    'sec-ch-ua-platform': '\"macOS\"',\n",
    "    'Sec-Fetch-Dest': 'empty',\n",
    "    'Sec-Fetch-Mode': 'cors',\n",
    "    'Sec-Fetch-Site': 'same-site',\n",
    "    'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_7) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/111.0.0.0 Safari/537.36',\n",
    "    'X-Client-Type': 'web',\n",
    "    'X-Fscp-Bi-Stat': '{\"location\": \"https://www.liepin.com/zhaopin/?inputFrom=www_index&workYearCode=0&key=%E4%BA%A7%E5%93%81%E7%BB%8F%E7%90%86&scene=input&ckId=htihov8m2frxgy6ywo2wsg2gncnydzlb&dq=\"}',\n",
    "    'X-Fscp-Fe-Version': '',\n",
    "    'X-Fscp-Std-Info': '{\"client_id\": \"40108\"}',\n",
    "    'X-Fscp-Trace-Id': 'ca0f2044-5eea-413c-bc5a-1ebff017261f',\n",
    "    'X-Fscp-Version': '1.1',\n",
    "    'X-Requested-With': 'XMLHttpRequest',\n",
    "    'X-XSRF-TOKEN': 'UH8huvwpTv6t6qio3oBLOQ'\n",
    "}\n",
    "\n",
    "r = session.post(url, data=json.dumps(payload), headers=headers)\n",
    "\n",
    "\n",
    "response_data = r.json()\n",
    "\n",
    "# example: print the number of job postings returned\n",
    "print(response_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "2caedcf0",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "200"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.status_code"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "ee58d278",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "4565be34",
   "metadata": {},
   "outputs": [],
   "source": [
    "产品经理_应届_广州 = r.json()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "b65366a9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>dataInfo</th>\n",
       "      <th>dataParams</th>\n",
       "      <th>comp.compName</th>\n",
       "      <th>comp.compStage</th>\n",
       "      <th>comp.compLogo</th>\n",
       "      <th>comp.compScale</th>\n",
       "      <th>comp.compIndustry</th>\n",
       "      <th>comp.compId</th>\n",
       "      <th>comp.link</th>\n",
       "      <th>job.labels</th>\n",
       "      <th>...</th>\n",
       "      <th>job.dataPromId</th>\n",
       "      <th>job.advViewFlag</th>\n",
       "      <th>job.requireEduLevel</th>\n",
       "      <th>recruiter.imId</th>\n",
       "      <th>recruiter.imUserType</th>\n",
       "      <th>recruiter.recruiterId</th>\n",
       "      <th>recruiter.recruiterName</th>\n",
       "      <th>recruiter.recruiterTitle</th>\n",
       "      <th>recruiter.chatted</th>\n",
       "      <th>recruiter.recruiterPhoto</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"cbdb949dd94c04e5e0d71104ecc2e595\",\"im...</td>\n",
       "      <td>捷信医药</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>5bdbbc768e50b2deb64a06b204a.jpg</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>医药外包</td>\n",
       "      <td>8898776.0</td>\n",
       "      <td>https://www.liepin.com/company/8898776/</td>\n",
       "      <td>[数据产品, 用户研究, 产品规划, 团队管理, 数据分析, 产品优化, 产品设计, 需求分析]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>cbdb949dd94c04e5e0d71104ecc2e595</td>\n",
       "      <td>2</td>\n",
       "      <td>afd77ea0969dfbb4618be77ff18d30ca</td>\n",
       "      <td>姜女士</td>\n",
       "      <td>Senior Recruiter</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"59eedb23646aac57d3a0457e92ea9bdb\",\"im...</td>\n",
       "      <td>成都头号玩家科技有限公司</td>\n",
       "      <td>天使轮</td>\n",
       "      <td>624d66cd78302f2c46958e8e01u.png</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>在线社交/媒体</td>\n",
       "      <td>12532079.0</td>\n",
       "      <td>https://www.liepin.com/company/12532079/</td>\n",
       "      <td>[社交产品, 交互设计, AI人工智能产品, to C, web端产品, 产品规划, 用户研...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>本科</td>\n",
       "      <td>59eedb23646aac57d3a0457e92ea9bdb</td>\n",
       "      <td>2</td>\n",
       "      <td>4dd35329160f214df713f515d65c613c</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>人事行政负责人</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"5f6e501deee3940359a7d64ad9817c9f\",\"im...</td>\n",
       "      <td>上海宝尊电子商务有限公司</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>6110a05df833c065f663369908u.png</td>\n",
       "      <td>5000-10000人</td>\n",
       "      <td>电子商务</td>\n",
       "      <td>1045803.0</td>\n",
       "      <td>https://www.liepin.com/company/1045803/</td>\n",
       "      <td>[数据产品, 产品优化, 数据挖掘, 产品规划, 数据建模]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>True</td>\n",
       "      <td>本科</td>\n",
       "      <td>5f6e501deee3940359a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>bd8c8e6aed6d52791f4fe482c28d9b24</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"6bf7c8d0afceed76ee7b65a82243fe9b\",\"im...</td>\n",
       "      <td>北京梅赛德斯奔驰销售服务有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfea4c274719d2aa34cc8c303a.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>8621016.0</td>\n",
       "      <td>https://www.liepin.com/company/8621016/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>6bf7c8d0afceed76ee7b65a82243fe9b</td>\n",
       "      <td>2</td>\n",
       "      <td>e26b3b71749bfd548b299e4b3258c395</td>\n",
       "      <td>白女士</td>\n",
       "      <td>hrbp</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"a56b7700cffa549f5ccdf9963d70cb82\",\"im...</td>\n",
       "      <td>Monotype</td>\n",
       "      <td>已上市</td>\n",
       "      <td>5e6cd41d37483e328d58d03f07u.jpg</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>12166219.0</td>\n",
       "      <td>https://www.liepin.com/company/12166219/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>a56b7700cffa549f5ccdf9963d70cb82</td>\n",
       "      <td>2</td>\n",
       "      <td>18d91c08495a8eb4b16207fad6c9700b</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>Associate HRBP-APAC</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"0ce6f53a162e27cc9427b88c78d2ff1f\",\"im...</td>\n",
       "      <td>仙婷集团</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6274ee6d04a5ff469b10880402u.png</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>贸易/进出口</td>\n",
       "      <td>8112968.0</td>\n",
       "      <td>https://www.liepin.com/company/8112968/</td>\n",
       "      <td>[英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>0ce6f53a162e27cc9427b88c78d2ff1f</td>\n",
       "      <td>2</td>\n",
       "      <td>14799e1bef289c70aa9b550257de7ea8</td>\n",
       "      <td>吴女士</td>\n",
       "      <td>HR Specialist</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"59d5771eff4f401fad8732728d6065d6\",\"im...</td>\n",
       "      <td>励德爱思唯尔信息技术(北京)有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6152bdf0573d7424a46f696a01u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>新闻和出版业</td>\n",
       "      <td>8485003.0</td>\n",
       "      <td>https://www.liepin.com/company/8485003/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>59d5771eff4f401fad8732728d6065d6</td>\n",
       "      <td>2</td>\n",
       "      <td>1e0168f7bd79f761b830e0c9a9674d81</td>\n",
       "      <td>朱女士</td>\n",
       "      <td>Talent Acquisition</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"4a4ece35206ffdf578f5885b11a76839\",\"im...</td>\n",
       "      <td>阿里巴巴集团</td>\n",
       "      <td>港股上市</td>\n",
       "      <td>5bfe915474719d35745acf0903a.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>互联网</td>\n",
       "      <td>1072424.0</td>\n",
       "      <td>https://www.liepin.com/company/1072424/</td>\n",
       "      <td>[数据产品, 数据挖掘, 数据分析, 产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>学历不限</td>\n",
       "      <td>4a4ece35206ffdf578f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>d4be0c7af21e622076f4668dbe33f725</td>\n",
       "      <td>李女士</td>\n",
       "      <td>顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>57c4e9d345ce9f0a74a9b8cd04a.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"05e66dde1f5469778fa263ed17de85b1\",\"im...</td>\n",
       "      <td>维塔士</td>\n",
       "      <td>C轮</td>\n",
       "      <td>5bfe9a0f74719df0ac99c18d03a.png</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>3215924.0</td>\n",
       "      <td>https://www.liepin.com/company/3215924/</td>\n",
       "      <td>[商业产品, 计算机软件, 需求分析, 需求说明]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>05e66dde1f5469778fa263ed17de85b1</td>\n",
       "      <td>2</td>\n",
       "      <td>3ebcddd9b3193ceafb68be0b3ae411e1</td>\n",
       "      <td>鱼女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"6befc51d705930b78b0ca3877d009dea\",\"im...</td>\n",
       "      <td>深圳开思时代科技有限公司</td>\n",
       "      <td>C轮</td>\n",
       "      <td>5bf8a9e28e506f9e8592b3f804a.jpg</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>互联网</td>\n",
       "      <td>8778850.0</td>\n",
       "      <td>https://www.liepin.com/company/8778850/</td>\n",
       "      <td>[汽车配件, 供应商寻源, 采购, 汽配工厂资源]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>6befc51d705930b78b0ca3877d009dea</td>\n",
       "      <td>2</td>\n",
       "      <td>6f20f43c418f1416a28c40aac6676512</td>\n",
       "      <td>查先生</td>\n",
       "      <td>顾问(C)</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"9418ebe85ff332046042c177f0a1d2b1\",\"im...</td>\n",
       "      <td>某国内大型家具家电公司</td>\n",
       "      <td>不需要融资</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>家电</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>9418ebe85ff332046042c177f0a1d2b1</td>\n",
       "      <td>2</td>\n",
       "      <td>a39e65ec739c49f5f63871c18e9f3afc</td>\n",
       "      <td>秦女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>54d0c343712e13549ab2b96701a.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"993247f23540bc9a1118e52d65fb8ab7\",\"im...</td>\n",
       "      <td>豪德机械</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe961b74719df0ac98f54d03a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>8008979.0</td>\n",
       "      <td>https://www.liepin.com/company/8008979/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>993247f23540bc9a1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>3d38444cf16082b86af796bc41f43a15</td>\n",
       "      <td>叶女士</td>\n",
       "      <td>高级人事专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"fe3fbc4d94ca635e0eae969ce9a54d02\",\"im...</td>\n",
       "      <td>某国内金属制品公司</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>金属制品</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>[to B, 产品规划, 需求分析, 用户研究, 市场调研, 电子/半导体/集成电路, 汽车...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>fe3fbc4d94ca635e0eae969ce9a54d02</td>\n",
       "      <td>2</td>\n",
       "      <td>9856b42059af30c2416f9a918ce7977e</td>\n",
       "      <td>方女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>63999371594b4a36d28791d808u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"7ac9225ebe147c72937a45d7910778f0\",\"im...</td>\n",
       "      <td>赫尔马科技(上海)有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td></td>\n",
       "      <td>培训服务</td>\n",
       "      <td>12261483.0</td>\n",
       "      <td>https://www.liepin.com/company/12261483/</td>\n",
       "      <td>[产品设计, saas]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>7ac9225ebe147c72937a45d7910778f0</td>\n",
       "      <td>2</td>\n",
       "      <td>268b78cf04b4cef281e37a42dfcc231f</td>\n",
       "      <td>邱先生</td>\n",
       "      <td>区域总经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986aea60860b75384fab08u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"db5e5619cfe295f4a79528f6dd52f0e8\",\"im...</td>\n",
       "      <td>泰瑞数创</td>\n",
       "      <td>D轮</td>\n",
       "      <td>61274361689b7173139e4ee408u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>7856450.0</td>\n",
       "      <td>https://www.liepin.com/company/7856450/</td>\n",
       "      <td>[CIM, BIM, GIS, 自然资源]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>db5e5619cfe295f4a79528f6dd52f0e8</td>\n",
       "      <td>2</td>\n",
       "      <td>d24f975295025b263fe504686b30ade7</td>\n",
       "      <td>黄女士</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>61ade2ec35a60001d1db300b08u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"c7641a69cf38dca278f5885b11a76839\",\"im...</td>\n",
       "      <td>鼎芯无限</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5fc72c10ddcaaa231891b6af08u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>6145394.0</td>\n",
       "      <td>https://www.liepin.com/company/6145394/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>c7641a69cf38dca278f5885b11a76839</td>\n",
       "      <td>2</td>\n",
       "      <td>0bf0722094c925ae8c9f9862da3ad695</td>\n",
       "      <td>李女士</td>\n",
       "      <td>人力资源经理</td>\n",
       "      <td>False</td>\n",
       "      <td>620b0b321cd3cd37445a7c6301u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"im...</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS软件, CRM产品, to B]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"c5a554bd369f7ddac0e770cd23fcb1ad\",\"im...</td>\n",
       "      <td>Sun King</td>\n",
       "      <td>D轮</td>\n",
       "      <td>62df95e5f56e4b709a9a235203u.png</td>\n",
       "      <td>1000-2000人</td>\n",
       "      <td>新能源</td>\n",
       "      <td>8925182.0</td>\n",
       "      <td>https://www.liepin.com/company/8925182/</td>\n",
       "      <td>[竞品分析, 产品策略, 市场分析, 产品定义, 用户体验, 需求分析, 新产品提案]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>c5a554bd369f7ddac0e770cd23fcb1ad</td>\n",
       "      <td>2</td>\n",
       "      <td>c2a29033a4fe825502099587be9f7a60</td>\n",
       "      <td>祝女士</td>\n",
       "      <td>Regional Sr. HRBP</td>\n",
       "      <td>False</td>\n",
       "      <td>60bef91a67e2645716093e3606u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"053102c713ce0e77d59fbf97e980a99c\",\"im...</td>\n",
       "      <td>北京闲庭文化科技有限责任公司</td>\n",
       "      <td>A轮</td>\n",
       "      <td>6181fd84a430a70ab34cf25805u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>餐饮业</td>\n",
       "      <td>12657317.0</td>\n",
       "      <td>https://www.liepin.com/company/12657317/</td>\n",
       "      <td>[策略产品, 画像产品, 商业产品, 供应链产品, 消费品, 设计服务, 产品规划, 产品设...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>053102c713ce0e77d59fbf97e980a99c</td>\n",
       "      <td>2</td>\n",
       "      <td>15c0e55402d52bda5cf0efb0fcb3488b</td>\n",
       "      <td>王女士</td>\n",
       "      <td>人力资源主管</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"ad9947521eb14d9d0d918dead5f37c60\",\"im...</td>\n",
       "      <td>图索骏</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>64143f2fafb57c0e7d52a8ac06u.png</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>12433405.0</td>\n",
       "      <td>https://www.liepin.com/company/12433405/</td>\n",
       "      <td>[跨境电商, 采购, 需求挖掘, 数据分析, 需求调研, 市场调研]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>ad9947521eb14d9d0d918dead5f37c60</td>\n",
       "      <td>2</td>\n",
       "      <td>346c5d1fc33484d2d797d100e530b030</td>\n",
       "      <td>许女士</td>\n",
       "      <td>总经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"598e3261a17f043a9da65a0dc5ff9f3d\",\"im...</td>\n",
       "      <td>合元集团</td>\n",
       "      <td>NaN</td>\n",
       "      <td>63f85894ae8ec6724b67f42d03u.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>电子/半导体/集成电路</td>\n",
       "      <td>852976.0</td>\n",
       "      <td>https://www.liepin.com/company/852976/</td>\n",
       "      <td>[画像产品, 工具产品, 消费品, 产品规划, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>598e3261a17f043a9da65a0dc5ff9f3d</td>\n",
       "      <td>2</td>\n",
       "      <td>d63f4978d5082c5a3c17040eac6965ff</td>\n",
       "      <td>王先生</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986bdfb13a7dee342f2108u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>21</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"ce7ccd785f8b8d8845913e3a4abf94f3\",\"im...</td>\n",
       "      <td>拉面说</td>\n",
       "      <td>B轮</td>\n",
       "      <td>613183e794a50f4ab32610ff01u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>9705876.0</td>\n",
       "      <td>https://www.liepin.com/company/9705876/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>ce7ccd785f8b8d8845913e3a4abf94f3</td>\n",
       "      <td>2</td>\n",
       "      <td>5a4c262d8885e9942c69f434aaa14096</td>\n",
       "      <td>毛先生</td>\n",
       "      <td>HRBP</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98698dbe6273dcf8516008u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>22</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"c7919f0e6419a916db286ab5a8a082c5\",\"im...</td>\n",
       "      <td>莫仕连接器(成都)有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61b07937d0458d53c627567e02u.jpg</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>12148213.0</td>\n",
       "      <td>https://www.liepin.com/company/12148213/</td>\n",
       "      <td>[硬件产品规划]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>c7919f0e6419a916db286ab5a8a082c5</td>\n",
       "      <td>2</td>\n",
       "      <td>e72091f3abe9808674e9c6e34f8a68d7</td>\n",
       "      <td>李女士</td>\n",
       "      <td>TA Partner</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>23</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"7aa0d8a46d39fb2b62cb88e0a323364d\",\"im...</td>\n",
       "      <td>万得</td>\n",
       "      <td>其他</td>\n",
       "      <td>5bfe9ac074719df0ac99e43003a.png</td>\n",
       "      <td>2000-5000人</td>\n",
       "      <td>互联网</td>\n",
       "      <td>8055349.0</td>\n",
       "      <td>https://www.liepin.com/company/8055349/</td>\n",
       "      <td>[金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>7aa0d8a46d39fb2b62cb88e0a323364d</td>\n",
       "      <td>2</td>\n",
       "      <td>6ba963bf320d184de99485503740fff1</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>人力资源伙伴(HRBP)</td>\n",
       "      <td>False</td>\n",
       "      <td>5a9f63498e509036ebf34f6d06a.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>24</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"cd4881a0ca4e72908868111a467b66bb\",\"im...</td>\n",
       "      <td>六合新创科技</td>\n",
       "      <td>融资未公开</td>\n",
       "      <td>6221b9742a9c1049a9a3e8b802u.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>专业技术服务</td>\n",
       "      <td>12250069.0</td>\n",
       "      <td>https://www.liepin.com/company/12250069/</td>\n",
       "      <td>[电商产品经理  ]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>大专</td>\n",
       "      <td>cd4881a0ca4e72908868111a467b66bb</td>\n",
       "      <td>2</td>\n",
       "      <td>c680de1a3cee3bf025e0bf90184688b3</td>\n",
       "      <td>马先生</td>\n",
       "      <td>hr主管</td>\n",
       "      <td>False</td>\n",
       "      <td>6221c7f64c56d92afb77eebe03u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"273743b73b8b405cb8186adbf6c31dd6\",\"im...</td>\n",
       "      <td>杭州致成电子科技有限公司</td>\n",
       "      <td>A轮</td>\n",
       "      <td>5bfe969774719df0ac990e4e03a.png</td>\n",
       "      <td>500-999人</td>\n",
       "      <td>IT服务</td>\n",
       "      <td>9655065.0</td>\n",
       "      <td>https://www.liepin.com/company/9655065/</td>\n",
       "      <td>[数据产品, 计算机软件, to B, 产品规划, 产品设计, 原型设计, ERP产品, 需...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>273743b73b8b405cb8186adbf6c31dd6</td>\n",
       "      <td>2</td>\n",
       "      <td>bd41282741832b495d14fcb327ba54e1</td>\n",
       "      <td>吴先生</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>6384709c34e8df2c1c647dda07u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>26</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"54d001c83b72632859a7d64ad9817c9f\",\"im...</td>\n",
       "      <td>三一帕尔菲格特种车辆装备有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5fb5c993b1d9242a23ea315003u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>12269387.0</td>\n",
       "      <td>https://www.liepin.com/company/12269387/</td>\n",
       "      <td>[定价/竞价产品, 商业产品, 产品规划, 团队管理, 用户研究]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>54d001c83b72632859a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>1a8d134495ec642f0ef1e946585a18a9</td>\n",
       "      <td>钱女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>27</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"54d001c83b72632859a7d64ad9817c9f\",\"im...</td>\n",
       "      <td>三一帕尔菲格特种车辆装备有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5fb5c993b1d9242a23ea315003u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>机械/设备</td>\n",
       "      <td>12269387.0</td>\n",
       "      <td>https://www.liepin.com/company/12269387/</td>\n",
       "      <td>[定价/竞价产品, 商业产品, 产品规划, 用户研究, 团队管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>硕士</td>\n",
       "      <td>54d001c83b72632859a7d64ad9817c9f</td>\n",
       "      <td>2</td>\n",
       "      <td>1a8d134495ec642f0ef1e946585a18a9</td>\n",
       "      <td>钱女士</td>\n",
       "      <td>招聘专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>28</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"c01b7239c29322d914c33c05749ae593\",\"im...</td>\n",
       "      <td>BroadLink</td>\n",
       "      <td>D轮</td>\n",
       "      <td>6163dc033df70d56f3b601a406u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>智能硬件</td>\n",
       "      <td>10047697.0</td>\n",
       "      <td>https://www.liepin.com/company/10047697/</td>\n",
       "      <td>[ppt, 需求分析, 硬件产品]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>c01b7239c29322d914c33c05749ae593</td>\n",
       "      <td>2</td>\n",
       "      <td>c204e12c186b70d57858b553fb56c213</td>\n",
       "      <td>刘先生</td>\n",
       "      <td>物联网解决方案事业部副总</td>\n",
       "      <td>False</td>\n",
       "      <td>616d0eaff3e81c74a137689a06u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>29</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"7e851e39422316a9c051c4e7ef49e137\",\"im...</td>\n",
       "      <td>某知名公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>60e2fe0bf3df194a3c48adb502u.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>人力资源服务</td>\n",
       "      <td>NaN</td>\n",
       "      <td></td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科及以上</td>\n",
       "      <td>7e851e39422316a9c051c4e7ef49e137</td>\n",
       "      <td>2</td>\n",
       "      <td>353e506e435b98110f03be3f8eb70477</td>\n",
       "      <td>孙女士</td>\n",
       "      <td>猎头顾问</td>\n",
       "      <td>False</td>\n",
       "      <td>6124674cfeab1239c90f01d601u.png</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>30</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"67300386979fa3d6d6a9d1214a39013b\",\"im...</td>\n",
       "      <td>范德兰德</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfe9fae74719d2aa34bd17803a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>电气机械/器材</td>\n",
       "      <td>7978881.0</td>\n",
       "      <td>https://www.liepin.com/company/7978881/</td>\n",
       "      <td>[to G]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>67300386979fa3d6d6a9d1214a39013b</td>\n",
       "      <td>2</td>\n",
       "      <td>64ad619618d438cff438b82dd3028b0c</td>\n",
       "      <td>孙女士</td>\n",
       "      <td></td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9863f6d1ab58476f246a08u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>31</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"5d3352a2d7afe5e267766a03c68ce883\",\"im...</td>\n",
       "      <td>北京微仙医疗科技有限公司</td>\n",
       "      <td>NaN</td>\n",
       "      <td>6046e1f3b894721491d45d8f07u.png</td>\n",
       "      <td>50-99人</td>\n",
       "      <td>医疗器械</td>\n",
       "      <td>12526719.0</td>\n",
       "      <td>https://www.liepin.com/company/12526719/</td>\n",
       "      <td>[渠道销售, 市场洞察, 团队管理, 销售管理]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>5d3352a2d7afe5e267766a03c68ce883</td>\n",
       "      <td>2</td>\n",
       "      <td>612c11dd210e0464ec5c2059058991df</td>\n",
       "      <td>唐先生</td>\n",
       "      <td>人力资源专员</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986c79c7cc70efbf36c808u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>32</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"945255696d7beb2c1118e52d65fb8ab7\",\"im...</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>NaN</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[AT变速器, SystemVerilog]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>33</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"4164f33d00e1d78a351ff05530f680dd\",\"im...</td>\n",
       "      <td>西门子</td>\n",
       "      <td>NaN</td>\n",
       "      <td>5bfea48674719d2aa34cbda703a.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>工业自动化</td>\n",
       "      <td>33708.0</td>\n",
       "      <td>https://www.liepin.com/company/33708/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>4164f33d00e1d78a351ff05530f680dd</td>\n",
       "      <td>2</td>\n",
       "      <td>b69fd5c36585947f42d05a8e2630beaf</td>\n",
       "      <td>杨女士</td>\n",
       "      <td>TA Consultant</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>34</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"945255696d7beb2c1118e52d65fb8ab7\",\"im...</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>NaN</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[AT变速器, SystemVerilog]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>945255696d7beb2c1118e52d65fb8ab7</td>\n",
       "      <td>2</td>\n",
       "      <td>efd682ffb2d75c5f7925fbb0185fb9fb</td>\n",
       "      <td>袁女士</td>\n",
       "      <td>HR Recruiting and Marketing</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>35</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"im...</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>36</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"244c498c451abbc1063dfc1b00f6daab\",\"im...</td>\n",
       "      <td>沃尔沃汽车中国</td>\n",
       "      <td>NaN</td>\n",
       "      <td>61dbbbc46f9486679feb36c205u.png</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>8083523.0</td>\n",
       "      <td>https://www.liepin.com/company/8083523/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>244c498c451abbc1063dfc1b00f6daab</td>\n",
       "      <td>2</td>\n",
       "      <td>243d415a12abad30e1d708dd7b6c9ab7</td>\n",
       "      <td>刘女士</td>\n",
       "      <td>HR</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9866dfb13a7dee342f1808u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>37</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"6535ae399139ebe6df514c63e89fb1b8\",\"im...</td>\n",
       "      <td>昂旭(上海)贸易有限公司</td>\n",
       "      <td>其他</td>\n",
       "      <td>63ef2ec7a433107cbfe245ac01u.png</td>\n",
       "      <td>1-49人</td>\n",
       "      <td>食品/饮料/酒水</td>\n",
       "      <td>13425031.0</td>\n",
       "      <td>https://www.liepin.com/company/13425031/</td>\n",
       "      <td>[]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>6535ae399139ebe6df514c63e89fb1b8</td>\n",
       "      <td>2</td>\n",
       "      <td>e27428a84e155db6cb41cd1ccd3c908b</td>\n",
       "      <td>徐女士</td>\n",
       "      <td>人事行政经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f98648dbe6273dcf8515508u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>38</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"3af8fdebe74dbbbe76f5ec2df67915bd\",\"im...</td>\n",
       "      <td>戴姆勒／梅赛德斯－奔驰</td>\n",
       "      <td>NaN</td>\n",
       "      <td>592e7a9b70320c7ee19b9c4c04a.jpg</td>\n",
       "      <td>10000人以上</td>\n",
       "      <td>整车制造</td>\n",
       "      <td>8494044.0</td>\n",
       "      <td>https://www.liepin.com/company/8494044/</td>\n",
       "      <td>[.NET, SystemVerilog, ES5, ECMAScript 6, ECMAS...</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>统招本科</td>\n",
       "      <td>3af8fdebe74dbbbe76f5ec2df67915bd</td>\n",
       "      <td>2</td>\n",
       "      <td>82b656079372824a4b73c7d29c43d41f</td>\n",
       "      <td>陈女士</td>\n",
       "      <td>招聘经理</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f986779c7cc70efbf36c008u.jpg</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>39</th>\n",
       "      <td>%7B%22ckId%22%3A%22h2c8pxojavrmo1w785z7ueih2yb...</td>\n",
       "      <td>{\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"im...</td>\n",
       "      <td>维我软件</td>\n",
       "      <td>其他股票市场上市</td>\n",
       "      <td>5bfea42f74719d2aa34cad5a03a.png</td>\n",
       "      <td>100-499人</td>\n",
       "      <td>计算机软件</td>\n",
       "      <td>8062928.0</td>\n",
       "      <td>https://www.liepin.com/company/8062928/</td>\n",
       "      <td>[SaaS系统]</td>\n",
       "      <td>...</td>\n",
       "      <td>d_sfrom=search_prime&amp;d_ckId=null&amp;d_curPage=0&amp;d...</td>\n",
       "      <td>False</td>\n",
       "      <td>本科</td>\n",
       "      <td>d2d1b8fb216557be160bef405ccde8ba</td>\n",
       "      <td>2</td>\n",
       "      <td>6a77933d13f747d05e6b925786705a3c</td>\n",
       "      <td>白女士</td>\n",
       "      <td>Talent Partner</td>\n",
       "      <td>False</td>\n",
       "      <td>5f8f9865ea60860b75384fa508u.jpg</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>40 rows × 29 columns</p>\n",
       "</div>"
      ],
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       "\n",
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       "9   {\"imId\":\"6befc51d705930b78b0ca3877d009dea\",\"im...        深圳开思时代科技有限公司   \n",
       "10  {\"imId\":\"9418ebe85ff332046042c177f0a1d2b1\",\"im...         某国内大型家具家电公司   \n",
       "11  {\"imId\":\"993247f23540bc9a1118e52d65fb8ab7\",\"im...                豪德机械   \n",
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       "13  {\"imId\":\"7ac9225ebe147c72937a45d7910778f0\",\"im...       赫尔马科技(上海)有限公司   \n",
       "14  {\"imId\":\"db5e5619cfe295f4a79528f6dd52f0e8\",\"im...                泰瑞数创   \n",
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       "30  {\"imId\":\"67300386979fa3d6d6a9d1214a39013b\",\"im...                范德兰德   \n",
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       "32  {\"imId\":\"945255696d7beb2c1118e52d65fb8ab7\",\"im...         戴姆勒／梅赛德斯－奔驰   \n",
       "33  {\"imId\":\"4164f33d00e1d78a351ff05530f680dd\",\"im...                 西门子   \n",
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       "35  {\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"im...                维我软件   \n",
       "36  {\"imId\":\"244c498c451abbc1063dfc1b00f6daab\",\"im...             沃尔沃汽车中国   \n",
       "37  {\"imId\":\"6535ae399139ebe6df514c63e89fb1b8\",\"im...        昂旭(上海)贸易有限公司   \n",
       "38  {\"imId\":\"3af8fdebe74dbbbe76f5ec2df67915bd\",\"im...         戴姆勒／梅赛德斯－奔驰   \n",
       "39  {\"imId\":\"d2d1b8fb216557be160bef405ccde8ba\",\"im...                维我软件   \n",
       "\n",
       "   comp.compStage                    comp.compLogo comp.compScale  \\\n",
       "0           融资未公开  5bdbbc768e50b2deb64a06b204a.jpg       100-499人   \n",
       "1             天使轮  624d66cd78302f2c46958e8e01u.png          1-49人   \n",
       "2            港股上市  6110a05df833c065f663369908u.png    5000-10000人   \n",
       "3             NaN  5bfea4c274719d2aa34cc8c303a.png       500-999人   \n",
       "4             已上市  5e6cd41d37483e328d58d03f07u.jpg       500-999人   \n",
       "5             NaN  6274ee6d04a5ff469b10880402u.png         50-99人   \n",
       "6             NaN  6152bdf0573d7424a46f696a01u.png     2000-5000人   \n",
       "7            港股上市  5bfe915474719d35745acf0903a.png       10000人以上   \n",
       "8              C轮  5bfe9a0f74719df0ac99c18d03a.png     1000-2000人   \n",
       "9              C轮  5bf8a9e28e506f9e8592b3f804a.jpg     1000-2000人   \n",
       "10          不需要融资  60e2fe0bf3df194a3c48adb502u.png     2000-5000人   \n",
       "11            NaN  5bfe961b74719df0ac98f54d03a.png       100-499人   \n",
       "12          融资未公开  60e2fe0bf3df194a3c48adb502u.png         50-99人   \n",
       "13            NaN  61b07937d0458d53c627567e02u.jpg                  \n",
       "14             D轮  61274361689b7173139e4ee408u.png       100-499人   \n",
       "15            NaN  5fc72c10ddcaaa231891b6af08u.png       100-499人   \n",
       "16       其他股票市场上市  5bfea42f74719d2aa34cad5a03a.png       100-499人   \n",
       "17             D轮  62df95e5f56e4b709a9a235203u.png     1000-2000人   \n",
       "18             A轮  6181fd84a430a70ab34cf25805u.png       100-499人   \n",
       "19          融资未公开  64143f2fafb57c0e7d52a8ac06u.png          1-49人   \n",
       "20            NaN  63f85894ae8ec6724b67f42d03u.png     2000-5000人   \n",
       "21             B轮  613183e794a50f4ab32610ff01u.png       100-499人   \n",
       "22            NaN  61b07937d0458d53c627567e02u.jpg     2000-5000人   \n",
       "23             其他  5bfe9ac074719df0ac99e43003a.png     2000-5000人   \n",
       "24          融资未公开  6221b9742a9c1049a9a3e8b802u.png       500-999人   \n",
       "25             A轮  5bfe969774719df0ac990e4e03a.png       500-999人   \n",
       "26            NaN  5fb5c993b1d9242a23ea315003u.png       100-499人   \n",
       "27            NaN  5fb5c993b1d9242a23ea315003u.png       100-499人   \n",
       "28             D轮  6163dc033df70d56f3b601a406u.png       100-499人   \n",
       "29            NaN  60e2fe0bf3df194a3c48adb502u.png       100-499人   \n",
       "30            NaN  5bfe9fae74719d2aa34bd17803a.png       100-499人   \n",
       "31            NaN  6046e1f3b894721491d45d8f07u.png         50-99人   \n",
       "32            NaN  592e7a9b70320c7ee19b9c4c04a.jpg       10000人以上   \n",
       "33            NaN  5bfea48674719d2aa34cbda703a.png       10000人以上   \n",
       "34            NaN  592e7a9b70320c7ee19b9c4c04a.jpg       10000人以上   \n",
       "35       其他股票市场上市  5bfea42f74719d2aa34cad5a03a.png       100-499人   \n",
       "36            NaN  61dbbbc46f9486679feb36c205u.png       10000人以上   \n",
       "37             其他  63ef2ec7a433107cbfe245ac01u.png          1-49人   \n",
       "38            NaN  592e7a9b70320c7ee19b9c4c04a.jpg       10000人以上   \n",
       "39       其他股票市场上市  5bfea42f74719d2aa34cad5a03a.png       100-499人   \n",
       "\n",
       "   comp.compIndustry  comp.compId                                 comp.link  \\\n",
       "0               医药外包    8898776.0   https://www.liepin.com/company/8898776/   \n",
       "1            在线社交/媒体   12532079.0  https://www.liepin.com/company/12532079/   \n",
       "2               电子商务    1045803.0   https://www.liepin.com/company/1045803/   \n",
       "3               整车制造    8621016.0   https://www.liepin.com/company/8621016/   \n",
       "4              计算机软件   12166219.0  https://www.liepin.com/company/12166219/   \n",
       "5             贸易/进出口    8112968.0   https://www.liepin.com/company/8112968/   \n",
       "6             新闻和出版业    8485003.0   https://www.liepin.com/company/8485003/   \n",
       "7                互联网    1072424.0   https://www.liepin.com/company/1072424/   \n",
       "8              计算机软件    3215924.0   https://www.liepin.com/company/3215924/   \n",
       "9                互联网    8778850.0   https://www.liepin.com/company/8778850/   \n",
       "10                家电          NaN                                             \n",
       "11             机械/设备    8008979.0   https://www.liepin.com/company/8008979/   \n",
       "12              金属制品          NaN                                             \n",
       "13              培训服务   12261483.0  https://www.liepin.com/company/12261483/   \n",
       "14             计算机软件    7856450.0   https://www.liepin.com/company/7856450/   \n",
       "15       电子/半导体/集成电路    6145394.0   https://www.liepin.com/company/6145394/   \n",
       "16             计算机软件    8062928.0   https://www.liepin.com/company/8062928/   \n",
       "17               新能源    8925182.0   https://www.liepin.com/company/8925182/   \n",
       "18               餐饮业   12657317.0  https://www.liepin.com/company/12657317/   \n",
       "19             计算机软件   12433405.0  https://www.liepin.com/company/12433405/   \n",
       "20       电子/半导体/集成电路     852976.0    https://www.liepin.com/company/852976/   \n",
       "21          食品/饮料/酒水    9705876.0   https://www.liepin.com/company/9705876/   \n",
       "22             机械/设备   12148213.0  https://www.liepin.com/company/12148213/   \n",
       "23               互联网    8055349.0   https://www.liepin.com/company/8055349/   \n",
       "24            专业技术服务   12250069.0  https://www.liepin.com/company/12250069/   \n",
       "25              IT服务    9655065.0   https://www.liepin.com/company/9655065/   \n",
       "26             机械/设备   12269387.0  https://www.liepin.com/company/12269387/   \n",
       "27             机械/设备   12269387.0  https://www.liepin.com/company/12269387/   \n",
       "28              智能硬件   10047697.0  https://www.liepin.com/company/10047697/   \n",
       "29            人力资源服务          NaN                                             \n",
       "30           电气机械/器材    7978881.0   https://www.liepin.com/company/7978881/   \n",
       "31              医疗器械   12526719.0  https://www.liepin.com/company/12526719/   \n",
       "32              整车制造    8494044.0   https://www.liepin.com/company/8494044/   \n",
       "33             工业自动化      33708.0     https://www.liepin.com/company/33708/   \n",
       "34              整车制造    8494044.0   https://www.liepin.com/company/8494044/   \n",
       "35             计算机软件    8062928.0   https://www.liepin.com/company/8062928/   \n",
       "36              整车制造    8083523.0   https://www.liepin.com/company/8083523/   \n",
       "37          食品/饮料/酒水   13425031.0  https://www.liepin.com/company/13425031/   \n",
       "38              整车制造    8494044.0   https://www.liepin.com/company/8494044/   \n",
       "39             计算机软件    8062928.0   https://www.liepin.com/company/8062928/   \n",
       "\n",
       "                                           job.labels  ...  \\\n",
       "0    [数据产品, 用户研究, 产品规划, 团队管理, 数据分析, 产品优化, 产品设计, 需求分析]  ...   \n",
       "1   [社交产品, 交互设计, AI人工智能产品, to C, web端产品, 产品规划, 用户研...  ...   \n",
       "2                      [数据产品, 产品优化, 数据挖掘, 产品规划, 数据建模]  ...   \n",
       "3                                                  []  ...   \n",
       "4                                                  []  ...   \n",
       "5   [英语, 市场推广, 市场拓展, 渠道策划, 市场策划, 市场调研分析, 乙方公司背景, t...  ...   \n",
       "6                                                  []  ...   \n",
       "7                            [数据产品, 数据挖掘, 数据分析, 产品规划]  ...   \n",
       "8                           [商业产品, 计算机软件, 需求分析, 需求说明]  ...   \n",
       "9                           [汽车配件, 供应商寻源, 采购, 汽配工厂资源]  ...   \n",
       "10                                                 []  ...   \n",
       "11                                                 []  ...   \n",
       "12  [to B, 产品规划, 需求分析, 用户研究, 市场调研, 电子/半导体/集成电路, 汽车...  ...   \n",
       "13                                       [产品设计, saas]  ...   \n",
       "14                              [CIM, BIM, GIS, 自然资源]  ...   \n",
       "15                                                 []  ...   \n",
       "16                              [SaaS软件, CRM产品, to B]  ...   \n",
       "17        [竞品分析, 产品策略, 市场分析, 产品定义, 用户体验, 需求分析, 新产品提案]  ...   \n",
       "18  [策略产品, 画像产品, 商业产品, 供应链产品, 消费品, 设计服务, 产品规划, 产品设...  ...   \n",
       "19                 [跨境电商, 采购, 需求挖掘, 数据分析, 需求调研, 市场调研]  ...   \n",
       "20                      [画像产品, 工具产品, 消费品, 产品规划, 用户研究]  ...   \n",
       "21                                                 []  ...   \n",
       "22                                           [硬件产品规划]  ...   \n",
       "23  [金融产品, 策略产品, 金融行业, IT互联网, 互联网金融, 产品规划, 移动端产品, ...  ...   \n",
       "24                                         [电商产品经理  ]  ...   \n",
       "25  [数据产品, 计算机软件, to B, 产品规划, 产品设计, 原型设计, ERP产品, 需...  ...   \n",
       "26                  [定价/竞价产品, 商业产品, 产品规划, 团队管理, 用户研究]  ...   \n",
       "27                  [定价/竞价产品, 商业产品, 产品规划, 用户研究, 团队管理]  ...   \n",
       "28                                  [ppt, 需求分析, 硬件产品]  ...   \n",
       "29                                                 []  ...   \n",
       "30                                             [to G]  ...   \n",
       "31                           [渠道销售, 市场洞察, 团队管理, 销售管理]  ...   \n",
       "32                             [AT变速器, SystemVerilog]  ...   \n",
       "33                                                 []  ...   \n",
       "34                             [AT变速器, SystemVerilog]  ...   \n",
       "35                                           [SaaS系统]  ...   \n",
       "36                                                 []  ...   \n",
       "37                                                 []  ...   \n",
       "38  [.NET, SystemVerilog, ES5, ECMAScript 6, ECMAS...  ...   \n",
       "39                                           [SaaS系统]  ...   \n",
       "\n",
       "                                       job.dataPromId job.advViewFlag  \\\n",
       "0   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "1   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "2   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...            True   \n",
       "3   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "4   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "5   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "6   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "7   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "8   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "9   d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "10  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "11  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "12  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "13  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "14  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "15  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "16  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "17  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "18  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "19  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "20  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "21  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "22  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "23  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "24  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "25  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "26  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "27  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "28  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "29  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "30  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "31  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "32  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "33  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "34  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "35  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "36  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "37  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "38  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "39  d_sfrom=search_prime&d_ckId=null&d_curPage=0&d...           False   \n",
       "\n",
       "   job.requireEduLevel                    recruiter.imId  \\\n",
       "0                 统招本科  cbdb949dd94c04e5e0d71104ecc2e595   \n",
       "1                   本科  59eedb23646aac57d3a0457e92ea9bdb   \n",
       "2                   本科  5f6e501deee3940359a7d64ad9817c9f   \n",
       "3                 统招本科  6bf7c8d0afceed76ee7b65a82243fe9b   \n",
       "4                   硕士  a56b7700cffa549f5ccdf9963d70cb82   \n",
       "5                   硕士  0ce6f53a162e27cc9427b88c78d2ff1f   \n",
       "6                   本科  59d5771eff4f401fad8732728d6065d6   \n",
       "7                 学历不限  4a4ece35206ffdf578f5885b11a76839   \n",
       "8                   本科  05e66dde1f5469778fa263ed17de85b1   \n",
       "9                   本科  6befc51d705930b78b0ca3877d009dea   \n",
       "10               本科及以上  9418ebe85ff332046042c177f0a1d2b1   \n",
       "11                统招本科  993247f23540bc9a1118e52d65fb8ab7   \n",
       "12                统招本科  fe3fbc4d94ca635e0eae969ce9a54d02   \n",
       "13                  本科  7ac9225ebe147c72937a45d7910778f0   \n",
       "14                  本科  db5e5619cfe295f4a79528f6dd52f0e8   \n",
       "15                统招本科  c7641a69cf38dca278f5885b11a76839   \n",
       "16                  本科  d2d1b8fb216557be160bef405ccde8ba   \n",
       "17                  本科  c5a554bd369f7ddac0e770cd23fcb1ad   \n",
       "18                统招本科  053102c713ce0e77d59fbf97e980a99c   \n",
       "19                  大专  ad9947521eb14d9d0d918dead5f37c60   \n",
       "20                统招本科  598e3261a17f043a9da65a0dc5ff9f3d   \n",
       "21                  本科  ce7ccd785f8b8d8845913e3a4abf94f3   \n",
       "22                  本科  c7919f0e6419a916db286ab5a8a082c5   \n",
       "23                  本科  7aa0d8a46d39fb2b62cb88e0a323364d   \n",
       "24                  大专  cd4881a0ca4e72908868111a467b66bb   \n",
       "25                  本科  273743b73b8b405cb8186adbf6c31dd6   \n",
       "26                  本科  54d001c83b72632859a7d64ad9817c9f   \n",
       "27                  硕士  54d001c83b72632859a7d64ad9817c9f   \n",
       "28                  本科  c01b7239c29322d914c33c05749ae593   \n",
       "29               本科及以上  7e851e39422316a9c051c4e7ef49e137   \n",
       "30                  本科  67300386979fa3d6d6a9d1214a39013b   \n",
       "31                  本科  5d3352a2d7afe5e267766a03c68ce883   \n",
       "32                  本科  945255696d7beb2c1118e52d65fb8ab7   \n",
       "33                统招本科  4164f33d00e1d78a351ff05530f680dd   \n",
       "34                  本科  945255696d7beb2c1118e52d65fb8ab7   \n",
       "35                  本科  d2d1b8fb216557be160bef405ccde8ba   \n",
       "36                  本科  244c498c451abbc1063dfc1b00f6daab   \n",
       "37                  本科  6535ae399139ebe6df514c63e89fb1b8   \n",
       "38                统招本科  3af8fdebe74dbbbe76f5ec2df67915bd   \n",
       "39                  本科  d2d1b8fb216557be160bef405ccde8ba   \n",
       "\n",
       "    recruiter.imUserType             recruiter.recruiterId  \\\n",
       "0                      2  afd77ea0969dfbb4618be77ff18d30ca   \n",
       "1                      2  4dd35329160f214df713f515d65c613c   \n",
       "2                      2  bd8c8e6aed6d52791f4fe482c28d9b24   \n",
       "3                      2  e26b3b71749bfd548b299e4b3258c395   \n",
       "4                      2  18d91c08495a8eb4b16207fad6c9700b   \n",
       "5                      2  14799e1bef289c70aa9b550257de7ea8   \n",
       "6                      2  1e0168f7bd79f761b830e0c9a9674d81   \n",
       "7                      2  d4be0c7af21e622076f4668dbe33f725   \n",
       "8                      2  3ebcddd9b3193ceafb68be0b3ae411e1   \n",
       "9                      2  6f20f43c418f1416a28c40aac6676512   \n",
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       "14                     2  d24f975295025b263fe504686b30ade7   \n",
       "15                     2  0bf0722094c925ae8c9f9862da3ad695   \n",
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       "21                     2  5a4c262d8885e9942c69f434aaa14096   \n",
       "22                     2  e72091f3abe9808674e9c6e34f8a68d7   \n",
       "23                     2  6ba963bf320d184de99485503740fff1   \n",
       "24                     2  c680de1a3cee3bf025e0bf90184688b3   \n",
       "25                     2  bd41282741832b495d14fcb327ba54e1   \n",
       "26                     2  1a8d134495ec642f0ef1e946585a18a9   \n",
       "27                     2  1a8d134495ec642f0ef1e946585a18a9   \n",
       "28                     2  c204e12c186b70d57858b553fb56c213   \n",
       "29                     2  353e506e435b98110f03be3f8eb70477   \n",
       "30                     2  64ad619618d438cff438b82dd3028b0c   \n",
       "31                     2  612c11dd210e0464ec5c2059058991df   \n",
       "32                     2  efd682ffb2d75c5f7925fbb0185fb9fb   \n",
       "33                     2  b69fd5c36585947f42d05a8e2630beaf   \n",
       "34                     2  efd682ffb2d75c5f7925fbb0185fb9fb   \n",
       "35                     2  6a77933d13f747d05e6b925786705a3c   \n",
       "36                     2  243d415a12abad30e1d708dd7b6c9ab7   \n",
       "37                     2  e27428a84e155db6cb41cd1ccd3c908b   \n",
       "38                     2  82b656079372824a4b73c7d29c43d41f   \n",
       "39                     2  6a77933d13f747d05e6b925786705a3c   \n",
       "\n",
       "   recruiter.recruiterName     recruiter.recruiterTitle recruiter.chatted  \\\n",
       "0                      姜女士             Senior Recruiter             False   \n",
       "1                      陈女士                      人事行政负责人             False   \n",
       "2                      陈女士                       高级人事专员             False   \n",
       "3                      白女士                         hrbp             False   \n",
       "4                      刘女士          Associate HRBP-APAC             False   \n",
       "5                      吴女士                HR Specialist             False   \n",
       "6                      朱女士           Talent Acquisition             False   \n",
       "7                      李女士                           顾问             False   \n",
       "8                      鱼女士                           HR             False   \n",
       "9                      查先生                        顾问(C)             False   \n",
       "10                     秦女士                         猎头顾问             False   \n",
       "11                     叶女士                       高级人事专员             False   \n",
       "12                     方女士                         猎头顾问             False   \n",
       "13                     邱先生                        区域总经理             False   \n",
       "14                     黄女士                                          False   \n",
       "15                     李女士                       人力资源经理             False   \n",
       "16                     白女士               Talent Partner             False   \n",
       "17                     祝女士            Regional Sr. HRBP             False   \n",
       "18                     王女士                       人力资源主管             False   \n",
       "19                     许女士                          总经理             False   \n",
       "20                     王先生                         招聘经理             False   \n",
       "21                     毛先生                         HRBP             False   \n",
       "22                     李女士                   TA Partner             False   \n",
       "23                     孙女士                 人力资源伙伴(HRBP)             False   \n",
       "24                     马先生                         hr主管             False   \n",
       "25                     吴先生                           HR             False   \n",
       "26                     钱女士                         招聘专员             False   \n",
       "27                     钱女士                         招聘专员             False   \n",
       "28                     刘先生                 物联网解决方案事业部副总             False   \n",
       "29                     孙女士                         猎头顾问             False   \n",
       "30                     孙女士                                          False   \n",
       "31                     唐先生                       人力资源专员             False   \n",
       "32                     袁女士  HR Recruiting and Marketing             False   \n",
       "33                     杨女士                TA Consultant             False   \n",
       "34                     袁女士  HR Recruiting and Marketing             False   \n",
       "35                     白女士               Talent Partner             False   \n",
       "36                     刘女士                           HR             False   \n",
       "37                     徐女士                       人事行政经理             False   \n",
       "38                     陈女士                         招聘经理             False   \n",
       "39                     白女士               Talent Partner             False   \n",
       "\n",
       "           recruiter.recruiterPhoto  \n",
       "0   5f8f9866dfb13a7dee342f1808u.jpg  \n",
       "1   5f8f9865ea60860b75384fa508u.jpg  \n",
       "2   5f8f98648dbe6273dcf8515508u.jpg  \n",
       "3   5f8f9865ea60860b75384fa508u.jpg  \n",
       "4   5f8f986779c7cc70efbf36c008u.jpg  \n",
       "5   5f8f98648dbe6273dcf8515508u.jpg  \n",
       "6   5f8f98648dbe6273dcf8515508u.jpg  \n",
       "7   57c4e9d345ce9f0a74a9b8cd04a.png  \n",
       "8   5f8f98648dbe6273dcf8515508u.jpg  \n",
       "9   5f8f98698dbe6273dcf8516008u.jpg  \n",
       "10  54d0c343712e13549ab2b96701a.jpg  \n",
       "11  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "12  63999371594b4a36d28791d808u.png  \n",
       "13  5f8f986aea60860b75384fab08u.jpg  \n",
       "14  61ade2ec35a60001d1db300b08u.png  \n",
       "15  620b0b321cd3cd37445a7c6301u.png  \n",
       "16  5f8f9865ea60860b75384fa508u.jpg  \n",
       "17  60bef91a67e2645716093e3606u.png  \n",
       "18  5f8f9866dfb13a7dee342f1808u.jpg  \n",
       "19  5f8f986779c7cc70efbf36c008u.jpg  \n",
       "20  5f8f986bdfb13a7dee342f2108u.jpg  \n",
       "21  5f8f98698dbe6273dcf8516008u.jpg  \n",
       "22  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "23  5a9f63498e509036ebf34f6d06a.png  \n",
       "24  6221c7f64c56d92afb77eebe03u.png  \n",
       "25  6384709c34e8df2c1c647dda07u.png  \n",
       "26  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "27  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "28  616d0eaff3e81c74a137689a06u.png  \n",
       "29  6124674cfeab1239c90f01d601u.png  \n",
       "30  5f8f9863f6d1ab58476f246a08u.jpg  \n",
       "31  5f8f986c79c7cc70efbf36c808u.jpg  \n",
       "32  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "33  5f8f9866dfb13a7dee342f1808u.jpg  \n",
       "34  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "35  5f8f9865ea60860b75384fa508u.jpg  \n",
       "36  5f8f9866dfb13a7dee342f1808u.jpg  \n",
       "37  5f8f98648dbe6273dcf8515508u.jpg  \n",
       "38  5f8f986779c7cc70efbf36c008u.jpg  \n",
       "39  5f8f9865ea60860b75384fa508u.jpg  \n",
       "\n",
       "[40 rows x 29 columns]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "pd.json_normalize(产品经理_应届_广州[\"data\"][\"data\"][\"jobCardList\"])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "5799af10",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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class=\"header-menu-item header-quick-menu-not-login-item\"><span id=\"header-quick-menu-login\">登录/注册</span></li></ul></div></nav></header></section>\\n\\n  <!-- 搜索区域 -->\\n  <div class=\"common-page-container\" id=\"lp-search-job-box\"></div>\\n  <section id=\"lp-sider-bar-container\"></section>\\n\\n  <!-- 内链和友链 -->\\n  \\n    <section class=\"common-page-container\">\\n        <div class=\"seo-common-hot-links\">\\n            <div class=\"common-hot-links-container\" data-selector=\"common-hot-links-container\">\\n                <ul class=\"common-hot-links-tab\" data-selector=\"common-hot-links-tab\">\\n                    <li class=\"hot-links-tab-active\">热门职位</li>\\n                    <li>推荐职位</li>\\n                    <li>热门行业</li>\\n                    <li>周边城市</li>\\n                    <li>热门城市</li>\\n                    <li>其他公司</li>\\n                    <li>相关公司</li>\\n                    <li>手机版</li>\\n                </ul>\\n                <div 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title=\"广州国外销售助理招聘\">广州国外销售助理招聘</a><a href=\"https://www.liepin.com/city-gz/zpdmbqcg3x6n/\" target=\"_blank\" title=\"广州动漫版权采购招聘\">广州动漫版权采购招聘</a><a href=\"https://www.liepin.com/city-gz/zpzlgljl2v7y/\" target=\"_blank\" title=\"广州专利管理经理招聘\">广州专利管理经理招聘</a><a href=\"https://www.liepin.com/city-gz/zpcpbzzj7e9v/\" target=\"_blank\" title=\"广州产品标准专家招聘\">广州产品标准专家招聘</a><a href=\"https://www.liepin.com/city-gz/zpgzzzc5a1v/\" target=\"_blank\" title=\"广州公猪站站长招聘\">广州公猪站站长招聘</a><a href=\"https://www.liepin.com/city-gz/zpsyhpxs1z1d/\" target=\"_blank\" title=\"广州商业化培训师招聘\">广州商业化培训师招聘</a><a href=\"https://www.liepin.com/city-gz/zpwmhdyy4u3n/\" target=\"_blank\" title=\"广州外卖活动运营招聘\">广州外卖活动运营招聘</a><a href=\"https://www.liepin.com/city-gz/zpgzhszy8d8y/\" target=\"_blank\" title=\"广州工资核算专员招聘\">广州工资核算专员招聘</a><a href=\"https://www.liepin.com/city-gz/zpthyyjl3t1q/\" target=\"_blank\" title=\"广州投后运营经理招聘\">广州投后运营经理招聘</a><a href=\"https://www.liepin.com/city-gz/zptbfwzy1b10f/\" target=\"_blank\" title=\"广州投并法务专员招聘\">广州投并法务专员招聘</a><a href=\"https://www.liepin.com/city-gz/zpxyyjy4v7f/\" target=\"_blank\" title=\"广州新药研究员招聘\">广州新药研究员招聘</a><a href=\"https://www.liepin.com/city-gz/zpwjcgcs3t9r/\" target=\"_blank\" title=\"广州外检测工程师招聘\">广州外检测工程师招聘</a><a href=\"https://www.liepin.com/city-gz/zpybxsyy8a9z/\" target=\"_blank\" title=\"广州延保销售运营招聘\">广州延保销售运营招聘</a><a href=\"https://www.liepin.com/city-gz/zpxqdtf8w1m/\" target=\"_blank\" title=\"广州新渠道投放招聘\">广州新渠道投放招聘</a><a href=\"https://www.liepin.com/city-gz/zpzznrbj1e8j/\" target=\"_blank\" title=\"广州杂志内容编辑招聘\">广州杂志内容编辑招聘</a><a href=\"https://www.liepin.com/city-gz/zpmjqgsf5f1z/\" target=\"_blank\" title=\"广州模具钳工师付招聘\">广州模具钳工师付招聘</a><a href=\"https://www.liepin.com/city-gz/zpxflly9r7x/\" target=\"_blank\" title=\"广州消防联络员招聘\">广州消防联络员招聘</a><a href=\"https://www.liepin.com/city-gz/zpyhccyy2h7p/\" target=\"_blank\" title=\"广州用户成长运营招聘\">广州用户成长运营招聘</a><a href=\"https://www.liepin.com/city-gz/zpwjcpzj7n7j/\" target=\"_blank\" title=\"广州玩具产品专家招聘\">广州玩具产品专家招聘</a><a href=\"https://www.liepin.com/city-gz/zpsjghjl6m10n/\" target=\"_blank\" title=\"广州视觉规划经理招聘\">广州视觉规划经理招聘</a><a href=\"https://www.liepin.com/city-gz/zpjhbfbc4i9p/\" target=\"_blank\" title=\"广州计划部副部长招聘\">广州计划部副部长招聘</a><a href=\"https://www.liepin.com/city-gz/zpsxbfzj10r7n/\" target=\"_blank\" title=\"广州生信部副总监招聘\">广州生信部副总监招聘</a><a href=\"https://www.liepin.com/city-gz/zpjgyyjl1n5v/\" target=\"_blank\" title=\"广州监管运营经理招聘\">广州监管运营经理招聘</a>\\n                </div>\\n                <div class=\"common-hot-links-content\" data-selector=\"common-hot-links-content\">\\n                    <a href=\"https://www.liepin.com/city-gz/career/80062/\" target=\"_blank\" title=\"广州行政前台/接待招聘\">广州行政前台/接待招聘</a><a href=\"https://www.liepin.com/city-gz/career/cnc/\" target=\"_blank\" title=\"广州CNC工程师招聘\">广州CNC工程师招聘</a><a href=\"https://www.liepin.com/city-gz/career/shujuyy/\" target=\"_blank\" title=\"广州数据运营招聘\">广州数据运营招聘</a><a 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href=\"https://www.liepin.com/city-gz/industry/xny/\" target=\"_blank\" title=\"广州新能源招聘\">广州新能源招聘</a><a href=\"https://www.liepin.com/city-gz/industry/dzsw/\" target=\"_blank\" title=\"广州电子商务招聘\">广州电子商务招聘</a><a href=\"https://www.liepin.com/city-gz/industry/yqyb/\" target=\"_blank\" title=\"广州仪器仪表招聘\">广州仪器仪表招聘</a><a href=\"https://www.liepin.com/city-gz/industry/yywb/\" target=\"_blank\" title=\"广州医药外包招聘\">广州医药外包招聘</a><a href=\"https://www.liepin.com/city-gz/industry/xnyqc/\" target=\"_blank\" title=\"广州新能源汽车招聘\">广州新能源汽车招聘</a><a href=\"https://www.liepin.com/city-gz/industry/whysy/\" target=\"_blank\" title=\"广州文化艺术业招聘\">广州文化艺术业招聘</a><a href=\"https://www.liepin.com/city-gz/industry/snyl/\" target=\"_blank\" title=\"广州室内娱乐招聘\">广州室内娱乐招聘</a><a href=\"https://www.liepin.com/city-gz/industry/yljg/\" target=\"_blank\" title=\"广州医疗机构招聘\">广州医疗机构招聘</a><a href=\"https://www.liepin.com/city-gz/industry/ylfw/\" target=\"_blank\" title=\"广州养老服务招聘\">广州养老服务招聘</a><a 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href=\"https://www.liepin.com/city-gz/\" target=\"_blank\" title=\"广州招聘网\">广州招聘网</a><a href=\"https://www.liepin.com/city-xiamen/\" target=\"_blank\" title=\"厦门招聘网\">厦门招聘网</a><a href=\"https://www.liepin.com/city-hz/\" target=\"_blank\" title=\"杭州招聘网\">杭州招聘网</a><a href=\"https://www.liepin.com/city-zhengzhou/\" target=\"_blank\" title=\"郑州招聘网\">郑州招聘网</a><a href=\"https://www.liepin.com/city-nj/\" target=\"_blank\" title=\"南京招聘网\">南京招聘网</a><a href=\"https://www.liepin.com/city-tj/\" target=\"_blank\" title=\"天津招聘网\">天津招聘网</a><a href=\"https://www.liepin.com/city-cq/\" target=\"_blank\" title=\"重庆招聘网\">重庆招聘网</a><a href=\"https://www.liepin.com/city-cd/\" target=\"_blank\" title=\"成都招聘网\">成都招聘网</a><a href=\"https://www.liepin.com/city-suzhou/\" target=\"_blank\" title=\"苏州招聘网\">苏州招聘网</a><a href=\"https://www.liepin.com/city-shangqiu/\" target=\"_blank\" title=\"商丘招聘网\">商丘招聘网</a><a href=\"https://www.liepin.com/city-dl/\" target=\"_blank\" title=\"大连招聘网\">大连招聘网</a><a href=\"https://www.liepin.com/city-jinan/\" target=\"_blank\" title=\"济南招聘网\">济南招聘网</a><a href=\"https://www.liepin.com/city-ningbo/\" target=\"_blank\" title=\"宁波招聘网\">宁波招聘网</a><a href=\"https://www.liepin.com/city-wuxi/\" target=\"_blank\" title=\"无锡招聘网\">无锡招聘网</a><a href=\"https://www.liepin.com/city-qingdao/\" target=\"_blank\" title=\"青岛招聘网\">青岛招聘网</a><a href=\"https://www.liepin.com/city-shenyang/\" target=\"_blank\" title=\"沈阳招聘网\">沈阳招聘网</a><a href=\"https://www.liepin.com/city-taizhou/\" target=\"_blank\" title=\"台州招聘网\">台州招聘网</a><a href=\"https://www.liepin.com/city-xian/\" target=\"_blank\" title=\"西安招聘网\">西安招聘网</a><a href=\"https://www.liepin.com/city-wuhan/\" target=\"_blank\" title=\"武汉招聘网\">武汉招聘网</a>\\n                </div>\\n                <div class=\"common-hot-links-content\" data-selector=\"common-hot-links-content\">\\n                    <a href=\"https://www.liepin.com/company/gs102565830/\" target=\"_blank\" title=\"广州市从化城郊波记日杂店\">广州市从化城郊波记日杂店</a><a 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title=\"广州市天河大众玻璃工艺厂(99年转白云分局)\">广州市天河大众玻璃工艺厂(99年转白云分局)</a><a href=\"https://www.liepin.com/company/gs98246163/\" target=\"_blank\" title=\"广州楚杰家具有限公司(转黄埔分局)\">广州楚杰家具有限公司(转黄埔分局)</a><a href=\"https://www.liepin.com/company/gs92881882/\" target=\"_blank\" title=\"从化市街口绿田水果店\">从化市街口绿田水果店</a><a href=\"https://www.liepin.com/company/gs89360717/\" target=\"_blank\" title=\"广州市海珠区华福废品收购站\">广州市海珠区华福废品收购站</a><a href=\"https://www.liepin.com/company/gs89698238/\" target=\"_blank\" title=\"广州市越秀区骏业装饰材料经营部\">广州市越秀区骏业装饰材料经营部</a><a href=\"https://www.liepin.com/company/gs89774603/\" target=\"_blank\" title=\"广州市隆福汽配中心展鸿汽配行\">广州市隆福汽配中心展鸿汽配行</a><a href=\"https://www.liepin.com/company/gs54358025/\" target=\"_blank\" title=\"广东省艺苑工艺美术礼品公司\">广东省艺苑工艺美术礼品公司</a><a href=\"https://www.liepin.com/company/gs98205614/\" target=\"_blank\" title=\"广州市白云矿泉怀振服装店\">广州市白云矿泉怀振服装店</a><a href=\"https://www.liepin.com/company/gs90031902/\" target=\"_blank\" title=\"广州市东山区流行秀时装店\">广州市东山区流行秀时装店</a><a href=\"https://www.liepin.com/company/gs89551183/\" target=\"_blank\" title=\"广州市裕兴布匹辅料城新源服装配料店\">广州市裕兴布匹辅料城新源服装配料店</a><a href=\"https://www.liepin.com/company/gs91274026/\" target=\"_blank\" title=\"广州市海珠区雄安五金加工部\">广州市海珠区雄安五金加工部</a><a href=\"https://www.liepin.com/company/gs102780578/\" target=\"_blank\" title=\"广州市番禺区大石何记川味馆\">广州市番禺区大石何记川味馆</a><a href=\"https://www.liepin.com/company/gs90776865/\" target=\"_blank\" title=\"广州市运输交易市场(奥邦)江南货运部\">广州市运输交易市场(奥邦)江南货运部</a><a href=\"https://www.liepin.com/company/gs56081201/\" target=\"_blank\" title=\"香港粵旺國際集團有限公司\">香港粵旺國際集團有限公司</a><a href=\"https://www.liepin.com/company/gs82762400/\" target=\"_blank\" title=\"清远力神保健品有限公司广州办事处\">清远力神保健品有限公司广州办事处</a><a href=\"https://www.liepin.com/company/gs90002051/\" target=\"_blank\" title=\"广州经济技术开发区陈记五金白铁店\">广州经济技术开发区陈记五金白铁店</a><a href=\"https://www.liepin.com/company/gs90247371/\" target=\"_blank\" title=\"广州市东山区星之光家电市场晨曦电器店\">广州市东山区星之光家电市场晨曦电器店</a><a href=\"https://www.liepin.com/company/gs98362089/\" target=\"_blank\" title=\"广州市花都区新华彩红果冰室\">广州市花都区新华彩红果冰室</a><a href=\"https://www.liepin.com/company/gs92917744/\" target=\"_blank\" title=\"广州市增城仁欣商店\">广州市增城仁欣商店</a><a href=\"https://www.liepin.com/company/gs9426234/\" target=\"_blank\" title=\"广州御银自动柜员机技术有限公司\">广州御银自动柜员机技术有限公司</a><a href=\"https://www.liepin.com/company/gs93136254/\" target=\"_blank\" title=\"广州市萝岗区意和百货商店\">广州市萝岗区意和百货商店</a>\\n                </div>\\n                <div class=\"common-hot-links-content\" data-selector=\"common-hot-links-content\">\\n                    <a href=\"https://www.liepin.com/company/13055283/\" target=\"_blank\" title=\"东莞市友顺人力资源有限公司\">东莞市友顺人力资源有限公司</a><a href=\"https://www.liepin.com/company/9633956/\" target=\"_blank\" title=\"广州赢赢信息科技有限公司\">广州赢赢信息科技有限公司</a><a href=\"https://www.liepin.com/company/10017523/\" target=\"_blank\" title=\"广州山水网络科技有限公司\">广州山水网络科技有限公司</a><a href=\"https://www.liepin.com/company/8096412/\" target=\"_blank\" title=\"广州兰简贸易有限公司\">广州兰简贸易有限公司</a><a href=\"https://www.liepin.com/company/7919995/\" target=\"_blank\" title=\"广州市雕宝数控设备有限公司\">广州市雕宝数控设备有限公司</a><a href=\"https://www.liepin.com/company/9090803/\" target=\"_blank\" title=\"广东富怡实业集团有限公司\">广东富怡实业集团有限公司</a><a href=\"https://www.liepin.com/company/8186625/\" target=\"_blank\" title=\"广东劲翔金卡有限公司\">广东劲翔金卡有限公司</a><a href=\"https://www.liepin.com/company/8514171/\" target=\"_blank\" title=\"广东佳莱投资控股有限公司\">广东佳莱投资控股有限公司</a><a href=\"https://www.liepin.com/company/7978438/\" target=\"_blank\" title=\"人印股份\">人印股份</a><a href=\"https://www.liepin.com/company/12773709/\" target=\"_blank\" title=\"滨洋国际\">滨洋国际</a><a href=\"https://www.liepin.com/company/12912579/\" target=\"_blank\" title=\"魂起网络\">魂起网络</a><a href=\"https://www.liepin.com/company/7985619/\" target=\"_blank\" title=\"锐博生物\">锐博生物</a><a href=\"https://www.liepin.com/company/9232634/\" target=\"_blank\" title=\"广州学人文化传媒有限公司\">广州学人文化传媒有限公司</a>\\n                </div>\\n                <div class=\"common-hot-links-content\" data-selector=\"common-hot-links-content\">\\n                    <a href=\"https://m.liepin.com/gz/zhaopin/\" target=\"_blank\" title=\"广州招聘\">广州招聘</a>\\n                </div>\\n            </div>\\n            \\n            <div class=\"common-current-position\">\\n                <div class=\"row-label\">当前位置：</div>\\n                <div class=\"row-content\" >\\n                    \\n                        <a href=\"https://www.liepin.com/city-gz/\">广州招聘网</a> <span>></span>\\n                    \\n                        <a href=\"https://www.liepin.com/city-gz/zhaopin/?scene=seo\">广州招聘信息</a> \\n                    \\n                </div>\\n            </div>\\n        </div>\\n    </section>\\n\\n  \\n    <script crossorigin=\"anonymous\" src=\"//concat.lietou-static.com/fe-www-pc/v6/js/polyfill-vendors.59bbc6e9.js\"></script>\\n    <script crossorigin=\"anonymous\" 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      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "r.text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "a5016c6e",
   "metadata": {},
   "outputs": [],
   "source": [
    "sel = 'div.jsx-2297469327.job-card-pc-container'\n",
    "contents = r.html.find(sel)\n",
    "\n",
    "for content in contents:\n",
    "    print(content.text.split('\\n'))\n",
    "    "
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
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  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
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